spectra-ask

Answer user questions strictly from OpenSpec documents.

Updated Jan 18, 2026
One-click install
npx skills add https://github.com/seanmars/ai-coding-setup --skill spectra-ask-seanmars
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: spectra-ask
Source: https://github.com/seanmars/ai-coding-setup/tree/main/spectra/skills/spectra-ask
Command: npx skills add https://github.com/seanmars/ai-coding-setup --skill spectra-ask-seanmars

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Answers to questions are always grounded in OpenSpec documents; if the documents do not contain the answer, it will say so instead of guessing.

Core Features & Use Cases

  • Document-grounded QA: responses are derived only from OpenSpec sources.
  • Query-driven discovery: searches OpenSpec and reads matched documents to inform answers.
  • Use Case: ideal for obtaining spec details, features, and change histories directly from the OpenSpec corpus.

Quick Start

Ask a question using the /spectra-ask prefix and let it search OpenSpec docs to provide a grounded answer.

Frequently Asked Questions about spectra-ask

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get document-grounded answers from OpenSpec knowledge base?

Document-grounded Q&A from OpenSpec docs parses your query, searches the OpenSpec knowledge base, and delivers answers backed strictly by matched document content. It avoids general knowledge by enforcing a no-answer policy when relevant content is unavailable.

What happens when OpenSpec documents do not contain the answer to my query?

When OpenSpec documents lack the requested information, the system enforces a strict no-answer policy and states the content is unavailable instead of guessing or using general knowledge. This ensures all responses remain fully grounded in the OpenSpec corpus.

Can I retrieve spec details and change histories directly from the OpenSpec corpus?

Yes, you can retrieve spec details, features, and change histories directly from the OpenSpec corpus. Query-driven discovery searches matched documents to inform answers, making it ideal for obtaining specific specification information.

Does the OpenSpec Q&A search use general knowledge to fill in missing document gaps?

No, the OpenSpec Q&A search does not use general knowledge to fill in missing document gaps. It operates strictly by parsing queries, searching the OpenSpec corpus for relevant material, and enforcing a no-answer policy when required content is unavailable.

How do I start asking questions to search OpenSpec documents?

To start asking questions, use the /spectra-ask prefix before your query. The system will search OpenSpec docs to provide a grounded answer derived strictly from the matched document sources.